epoch 0, loss_tr=10.167981 err_tr=0.992588 loss_te=10.704318 err_te=0.991073 err_te_snt=0.988456
epoch 8, loss_tr=8.603772 err_tr=0.549834 loss_te=10.124459 err_te=0.673905 err_te_snt=0.129149
epoch 16, loss_tr=8.348659 err_tr=0.320811 loss_te=10.068061 err_te=0.631732 err_te_snt=0.162338
epoch 24, loss_tr=8.231871 err_tr=0.196748 loss_te=9.865870 err_te=0.484859 err_te_snt=0.024531
epoch 32, loss_tr=8.165555 err_tr=0.122217 loss_te=9.819831 err_te=0.457118 err_te_snt=0.025974
epoch 40, loss_tr=8.125192 err_tr=0.078760 loss_te=9.821972 err_te=0.460690 err_te_snt=0.025974
epoch 48, loss_tr=8.099962 err_tr=0.053643 loss_te=9.745125 err_te=0.409508 err_te_snt=0.014430
epoch 56, loss_tr=8.080460 err_tr=0.035986 loss_te=9.712397 err_te=0.388385 err_te_snt=0.010823
epoch 56, loss_tr=8.080943 err_tr=0.036172 loss_te=9.765769 err_te=0.425717 err_te_snt=0.034632
epoch 64, loss_tr=8.068219 err_tr=0.026748 loss_te=9.758327 err_te=0.423475 err_te_snt=0.023810
epoch 72, loss_tr=8.057103 err_tr=0.017783 loss_te=9.667294 err_te=0.358319 err_te_snt=0.009380
epoch 80, loss_tr=8.049166 err_tr=0.012598 loss_te=9.653979 err_te=0.351508 err_te_snt=0.009380
epoch 88, loss_tr=8.043018 err_tr=0.009482 loss_te=9.670422 err_te=0.363674 err_te_snt=0.010823
epoch 96, loss_tr=8.037906 err_tr=0.006924 loss_te=9.660546 err_te=0.357324 err_te_snt=0.012266
epoch 104, loss_tr=8.035010 err_tr=0.006406 loss_te=9.621144 err_te=0.330869 err_te_snt=0.009380
epoch 112, loss_tr=8.031785 err_tr=0.005557 loss_te=9.614733 err_te=0.325675 err_te_snt=0.010101
epoch 120, loss_tr=8.028734 err_tr=0.004082 loss_te=9.601480 err_te=0.317305 err_te_snt=0.008658
epoch 128, loss_tr=8.026419 err_tr=0.003477 loss_te=9.631982 err_te=0.339467 err_te_snt=0.007937
epoch 136, loss_tr=8.023536 err_tr=0.002383 loss_te=9.597156 err_te=0.315085 err_te_snt=0.007215
epoch 144, loss_tr=8.021737 err_tr=0.002422 loss_te=9.579190 err_te=0.305646 err_te_snt=0.004329
epoch 152, loss_tr=8.020322 err_tr=0.002109 loss_te=9.561045 err_te=0.292443 err_te_snt=0.003608
epoch 160, loss_tr=8.018994 err_tr=0.001826 loss_te=9.588040 err_te=0.308510 err_te_snt=0.007937
epoch 168, loss_tr=8.017251 err_tr=0.001299 loss_te=9.559177 err_te=0.289165 err_te_snt=0.005772
epoch 176, loss_tr=8.016410 err_tr=0.001396 loss_te=9.580623 err_te=0.304004 err_te_snt=0.007937
epoch 184, loss_tr=8.014762 err_tr=0.000898 loss_te=9.572680 err_te=0.297527 err_te_snt=0.006494
epoch 192, loss_tr=8.014073 err_tr=0.000898 loss_te=9.569499 err_te=0.295183 err_te_snt=0.004329
epoch 200, loss_tr=8.013089 err_tr=0.000889 loss_te=9.560384 err_te=0.291890 err_te_snt=0.006494
epoch 208, loss_tr=8.012019 err_tr=0.000664 loss_te=9.569747 err_te=0.292149 err_te_snt=0.005051
epoch 216, loss_tr=8.011354 err_tr=0.000752 loss_te=9.553350 err_te=0.285671 err_te_snt=0.004329
epoch 224, loss_tr=8.010604 err_tr=0.000576 loss_te=9.553522 err_te=0.286376 err_te_snt=0.005051
epoch 232, loss_tr=8.010016 err_tr=0.000664 loss_te=9.547487 err_te=0.281305 err_te_snt=0.004329
epoch 240, loss_tr=8.009106 err_tr=0.000508 loss_te=9.548047 err_te=0.280827 err_te_snt=0.005051
epoch 248, loss_tr=8.008578 err_tr=0.000508 loss_te=9.575784 err_te=0.299515 err_te_snt=0.005772
epoch 256, loss_tr=8.008050 err_tr=0.000332 loss_te=9.570248 err_te=0.294732 err_te_snt=0.005772
epoch 264, loss_tr=8.007357 err_tr=0.000283 loss_te=9.560033 err_te=0.291328 err_te_snt=0.004329
epoch 272, loss_tr=8.007026 err_tr=0.000381 loss_te=9.558858 err_te=0.288204 err_te_snt=0.006494
epoch 280, loss_tr=8.006484 err_tr=0.000215 loss_te=9.578096 err_te=0.299687 err_te_snt=0.005772
epoch 288, loss_tr=8.006071 err_tr=0.000283 loss_te=9.530560 err_te=0.273535 err_te_snt=0.004329
epoch 296, loss_tr=8.005646 err_tr=0.000234 loss_te=9.528425 err_te=0.270740 err_te_snt=0.005051
epoch 304, loss_tr=8.005243 err_tr=0.000312 loss_te=9.535586 err_te=0.274702 err_te_snt=0.002886
epoch 312, loss_tr=8.004684 err_tr=0.000166 loss_te=9.525249 err_te=0.268919 err_te_snt=0.004329
epoch 320, loss_tr=8.004283 err_tr=0.000195 loss_te=9.540863 err_te=0.274731 err_te_snt=0.002165
epoch 328, loss_tr=8.004045 err_tr=0.000215 loss_te=9.550922 err_te=0.282861 err_te_snt=0.004329
epoch 336, loss_tr=8.003577 err_tr=0.000186 loss_te=9.540681 err_te=0.277159 err_te_snt=0.004329
epoch 344, loss_tr=8.003511 err_tr=0.000107 loss_te=9.536006 err_te=0.272290 err_te_snt=0.002165
epoch 352, loss_tr=8.003027 err_tr=0.000127 loss_te=9.540941 err_te=0.276222 err_te_snt=0.002165
epoch 360, loss_tr=8.002729 err_tr=0.000146 loss_te=9.561654 err_te=0.289171 err_te_snt=0.005772
